Accurate identification of end-diastolic (ED) and end-systolic (ES) frames in echocardiographic cine loops is essential when measuring cardiac function. Manual selection by human experts is challenging and error prone. We present a deep neural network trained and tested on multi-centre patient data for accurate phase detection in apical four-chamber videos of arbitrary length, spanning several heartbeats, with performance indistinguishable from that of human experts
Introduction: Changes in coronary artery luminal dimensions during the cardiac cycle can impact the ...
\u3cp\u3eCardiac ablation therapy is an effective treatment for atrial fibrillation and ventricular ...
Tissue Doppler Imaging is an essential echocardiographic technique for the non-invasive assessment o...
Background Accurate identification of end-diastolic and end-systolic frames in echocardiographic ...
Abstract Introduction Parameters, such as left ventricular ejection fraction, peak strain dispersion...
The timing of cardiac events is essential for the analysis of certain components of myocardial funct...
Echocardiography is essential to cardiology. However, the need for human interpretation has limited ...
Endocardial border detection is a key step in assessing left ventricular systolic function in echoca...
The length of the left ventricle and how it changes throughout a cardiac cycle is an indicative of t...
Cardiac ultrasound measurements such as left ventricular volume, ejection fraction (EF) and mitral a...
Echocardiography has been the preferred imaging modality to study the heart chambers for routine scr...
Delineation of the cardiac structures from 2D echocardiographic images is a common clinical task to ...
In order to achieve the classification of mitral regurgitation, a deep learning network VDS-UNET was...
Objective and Impact Statement. Atrial fibrillation (AF) is a serious medical condition that require...
Ballistocardiography (BCG) is a revamped technology for cardiac function monitoring. Detecting indi...
Introduction: Changes in coronary artery luminal dimensions during the cardiac cycle can impact the ...
\u3cp\u3eCardiac ablation therapy is an effective treatment for atrial fibrillation and ventricular ...
Tissue Doppler Imaging is an essential echocardiographic technique for the non-invasive assessment o...
Background Accurate identification of end-diastolic and end-systolic frames in echocardiographic ...
Abstract Introduction Parameters, such as left ventricular ejection fraction, peak strain dispersion...
The timing of cardiac events is essential for the analysis of certain components of myocardial funct...
Echocardiography is essential to cardiology. However, the need for human interpretation has limited ...
Endocardial border detection is a key step in assessing left ventricular systolic function in echoca...
The length of the left ventricle and how it changes throughout a cardiac cycle is an indicative of t...
Cardiac ultrasound measurements such as left ventricular volume, ejection fraction (EF) and mitral a...
Echocardiography has been the preferred imaging modality to study the heart chambers for routine scr...
Delineation of the cardiac structures from 2D echocardiographic images is a common clinical task to ...
In order to achieve the classification of mitral regurgitation, a deep learning network VDS-UNET was...
Objective and Impact Statement. Atrial fibrillation (AF) is a serious medical condition that require...
Ballistocardiography (BCG) is a revamped technology for cardiac function monitoring. Detecting indi...
Introduction: Changes in coronary artery luminal dimensions during the cardiac cycle can impact the ...
\u3cp\u3eCardiac ablation therapy is an effective treatment for atrial fibrillation and ventricular ...
Tissue Doppler Imaging is an essential echocardiographic technique for the non-invasive assessment o...